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Episode 019 - Starting a Career in Machine Learning with Kesha Williams
AWS Developers Podcast
Data Bias in Machine Learning
One way that data can be biased is it's not diverse enough. So for example, when I think back to my crime prediction model, there were several attributes that the machine needed to learn in order to make a prediction. You really have to make sure that your data is diverse. And you have accurate representation across all of the attributes that themachine is going to learn from.
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